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Thiết kế Nghiên cứu Sự kiện Động×Khác biệt trong Khác biệt Động×
Lĩnh vựcSuy luận nhân quảSuy luận nhân quả
HọRegression modelRegression model
Năm ra đời2021 (canonical treatment); practice since 1990s)2021
Người khởi xướngSun & Abraham (2021); Callaway & Sant'Anna (2021) — building on earlier event-study traditions in finance and economicsCallaway & Sant'Anna; Sun & Abraham
LoạiQuasi-experimental / causal inferenceCausal inference / quasi-experimental
Công trình gốcSun, L., & Abraham, S. (2021). Estimating dynamic treatment effects in event studies with heterogeneous treatment effects. Journal of Econometrics, 225(2), 175-199. DOI ↗Callaway, B., & Sant'Anna, P. H. C. (2021). Difference-in-differences with multiple time periods. Journal of Econometrics, 225(2), 200-230. DOI ↗
Tên gọi khácdynamic DiD, lead-lag event study, relative-time event study, event-time regressionDynamic DiD, Staggered DiD, Event-time DiD, Heterogeneous-timing DiD
Liên quan34
Tóm tắtThe dynamic event study design extends the standard difference-in-differences framework by estimating treatment effects at each period before and after the event, rather than collapsing everything into a single post-treatment coefficient. By plotting lead and lag coefficients against relative event time, researchers can simultaneously test for pre-existing trends and trace how the causal effect evolves over multiple post-treatment periods.Dynamic Difference-in-Differences extends the classic DiD framework to settings where units adopt treatment at different times. Rather than collapsing all variation into a single 2x2 comparison, it estimates group-time average treatment effects for each adoption cohort at each calendar period, then aggregates them into interpretable summaries of the causal effect over event time.
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ScholarGateSo sánh phương pháp: Dynamic Event Study Design · Dynamic Difference-in-Differences. Truy cập ngày 2026-06-15 từ https://scholargate.app/vi/compare